Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3677 |
| Missing cells | 6710 |
| Missing cells (%) | 7.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 632.1 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 3 |
| Numeric | 10 |
area is highly overall correlated with bathroom and 5 other fields | High correlation |
bathroom is highly overall correlated with area and 5 other fields | High correlation |
bedRoom is highly overall correlated with area and 5 other fields | High correlation |
built_up_area is highly overall correlated with area and 4 other fields | High correlation |
carpet_area is highly overall correlated with area and 5 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
price is highly overall correlated with area and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
property_type is highly overall correlated with bedRoom and 2 other fields | High correlation |
servant room is highly overall correlated with bathroom and 1 other fields | High correlation |
super_built_up_area is highly overall correlated with area and 7 other fields | High correlation |
store room is highly imbalanced (55.7%) | Imbalance |
facing has 1045 (28.4%) missing values | Missing |
super_built_up_area has 1802 (49.0%) missing values | Missing |
built_up_area has 1987 (54.0%) missing values | Missing |
carpet_area has 1805 (49.1%) missing values | Missing |
area is highly skewed (γ1 = 29.73095613) | Skewed |
built_up_area is highly skewed (γ1 = 40.70657243) | Skewed |
carpet_area is highly skewed (γ1 = 24.33323909) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 462 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-04 13:00:23.963205 |
|---|---|
| Analysis finished | 2025-06-04 13:00:41.097751 |
| Duration | 17.13 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
property_type
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 248.6 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2336144 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | house |
| 4th row | house |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2818 | |
| house | 859 | 23.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2818 | |
| house | 859 | 23.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15567 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15567 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15567 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 2818 | |
| l | 2818 | |
| a | 2818 | |
| t | 2818 | |
| h | 859 | 5.5% |
| o | 859 | 5.5% |
| u | 859 | 5.5% |
| s | 859 | 5.5% |
| e | 859 | 5.5% |
society
Text
| Distinct | 676 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 293.9 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.869695 |
| Min length | 1 |
Unique
| Unique | 308 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | ramprasta awho |
|---|---|
| 2nd row | bestech park view grand spa |
| 3rd row | ss omnia |
| 4th row | independent |
| 5th row | vasant appartments |
| Value | Count | Frequency (%) |
| independent | 491 | 5.1% |
| the | 350 | 3.6% |
| dlf | 220 | 2.3% |
| park | 209 | 2.2% |
| city | 166 | 1.7% |
| emaar | 155 | 1.6% |
| global | 153 | 1.6% |
| m3m | 152 | 1.6% |
| signature | 150 | 1.6% |
| heights | 134 | 1.4% |
| Other values (783) | 7497 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6710 | 10.8% |
| 6003 | 9.7% | |
| a | 5861 | 9.5% |
| r | 4171 | 6.7% |
| n | 4163 | 6.7% |
| i | 3830 | 6.2% |
| t | 3719 | 6.0% |
| s | 3472 | 5.6% |
| l | 2943 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18386 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 62013 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6710 | 10.8% |
| 6003 | 9.7% | |
| a | 5861 | 9.5% |
| r | 4171 | 6.7% |
| n | 4163 | 6.7% |
| i | 3830 | 6.2% |
| t | 3719 | 6.0% |
| s | 3472 | 5.6% |
| l | 2943 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18386 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 62013 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6710 | 10.8% |
| 6003 | 9.7% | |
| a | 5861 | 9.5% |
| r | 4171 | 6.7% |
| n | 4163 | 6.7% |
| i | 3830 | 6.2% |
| t | 3719 | 6.0% |
| s | 3472 | 5.6% |
| l | 2943 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18386 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 62013 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6710 | 10.8% |
| 6003 | 9.7% | |
| a | 5861 | 9.5% |
| r | 4171 | 6.7% |
| n | 4163 | 6.7% |
| i | 3830 | 6.2% |
| t | 3719 | 6.0% |
| s | 3472 | 5.6% |
| l | 2943 | 4.7% |
| o | 2755 | 4.4% |
| Other values (31) | 18386 |
sector
Text
| Distinct | 115 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 266.9 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3179222 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 95 |
|---|---|
| 2nd row | sector 81 |
| 3rd row | sector 86 |
| 4th row | sector 43 |
| 5th row | sector 14 |
| Value | Count | Frequency (%) |
| sector | 3448 | |
| road | 178 | 2.4% |
| sohna | 166 | 2.2% |
| 102 | 107 | 1.4% |
| 85 | 107 | 1.4% |
| 92 | 98 | 1.3% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 81 | 87 | 1.2% |
| 109 | 86 | 1.2% |
| Other values (107) | 2924 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3803 | |
| 3706 | ||
| s | 3693 | |
| r | 3693 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1075 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 779 | 2.3% |
| Other values (21) | 6206 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34262 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 3803 | |
| 3706 | ||
| s | 3693 | |
| r | 3693 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1075 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 779 | 2.3% |
| Other values (21) | 6206 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34262 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 3803 | |
| 3706 | ||
| s | 3693 | |
| r | 3693 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1075 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 779 | 2.3% |
| Other values (21) | 6206 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34262 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 3803 | |
| 3706 | ||
| s | 3693 | |
| r | 3693 | |
| e | 3547 | |
| c | 3499 | |
| t | 3459 | |
| 1 | 1075 | 3.1% |
| 0 | 802 | 2.3% |
| 8 | 779 | 2.3% |
| Other values (21) | 6206 |
price
Real number (ℝ)
High correlation 
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5336639 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9806235 |
|---|---|
| Coefficient of variation (CV) | 1.1764084 |
| Kurtosis | 14.933373 |
| Mean | 2.5336639 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.2791705 |
| Sum | 9273.21 |
| Variance | 8.8841164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.5 | 64 | 1.7% |
| 1.2 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 57 | 1.6% |
| 2 | 52 | 1.4% |
| 0.95 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3058 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
High correlation 
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13892.668 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4715.95 |
| Q1 | 6817.25 |
| median | 9020 |
| Q3 | 13880.5 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7063.25 |
Descriptive statistics
| Standard deviation | 23210.067 |
|---|---|
| Coefficient of variation (CV) | 1.6706702 |
| Kurtosis | 186.92801 |
| Mean | 13892.668 |
| Median Absolute Deviation (MAD) | 2794 |
| Skewness | 11.43719 |
| Sum | 50847166 |
| Variance | 5.3870722 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 6666 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 11111 | 13 | 0.4% |
| 8333 | 12 | 0.3% |
| 7500 | 12 | 0.3% |
| 33333 | 11 | 0.3% |
| Other values (2641) | 3509 | |
| (Missing) | 17 | 0.5% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
High correlation  Skewed 
| Distinct | 1312 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 17 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2888.3311 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 518.85 |
| Q1 | 1232.25 |
| median | 1733 |
| Q3 | 2300 |
| 95-th percentile | 4246.2 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1067.75 |
Descriptive statistics
| Standard deviation | 23167.506 |
|---|---|
| Coefficient of variation (CV) | 8.0210699 |
| Kurtosis | 942.02903 |
| Mean | 2888.3311 |
| Median Absolute Deviation (MAD) | 533 |
| Skewness | 29.730956 |
| Sum | 10571292 |
| Variance | 5.3673333 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 48 | 1.3% |
| 1800 | 47 | 1.3% |
| 3240 | 43 | 1.2% |
| 1950 | 43 | 1.2% |
| 2700 | 39 | 1.1% |
| 900 | 38 | 1.0% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1302) | 3267 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Text
| Distinct | 2355 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 428.2 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.236062 |
| Min length | 12 |
Unique
| Unique | 1849 ? |
|---|---|
| Unique (%) | 50.3% |
Sample
| 1st row | Built Up area: 1750 (162.58 sq.m.)Carpet area: 1600 sq.ft. (148.64 sq.m.) |
|---|---|
| 2nd row | Super Built up area 2660(247.12 sq.m.)Carpet area: 2300 sq.ft. (213.68 sq.m.) |
| 3rd row | Plot area 50(4.65 sq.m.) |
| 4th row | Plot area 215(179.77 sq.m.)Built Up area: 215 sq.yards (179.77 sq.m.) |
| 5th row | Carpet area: 2300 (213.68 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5573 | |
| sq.m | 3655 | |
| up | 3020 | 10.0% |
| built | 2316 | 7.7% |
| super | 1875 | 6.2% |
| sq.ft | 1751 | 5.8% |
| sq.m.)carpet | 1185 | 3.9% |
| sq.m.)built | 702 | 2.3% |
| carpet | 683 | 2.3% |
| plot | 681 | 2.3% |
| Other values (2846) | 8700 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26464 | 13.3% | |
| . | 20389 | 10.2% |
| a | 13154 | 6.6% |
| r | 9456 | 4.7% |
| e | 9320 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7567 | 3.8% |
| q | 7431 | 3.7% |
| t | 7324 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82346 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 26464 | 13.3% | |
| . | 20389 | 10.2% |
| a | 13154 | 6.6% |
| r | 9456 | 4.7% |
| e | 9320 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7567 | 3.8% |
| q | 7431 | 3.7% |
| t | 7324 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 26464 | 13.3% | |
| . | 20389 | 10.2% |
| a | 13154 | 6.6% |
| r | 9456 | 4.7% |
| e | 9320 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7567 | 3.8% |
| q | 7431 | 3.7% |
| t | 7324 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 26464 | 13.3% | |
| . | 20389 | 10.2% |
| a | 13154 | 6.6% |
| r | 9456 | 4.7% |
| e | 9320 | 4.7% |
| 1 | 9205 | 4.6% |
| s | 7567 | 3.8% |
| q | 7431 | 3.7% |
| t | 7324 | 3.7% |
| u | 6770 | 3.4% |
| Other values (25) | 82346 |
bedRoom
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3600761 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8976289 |
|---|---|
| Coefficient of variation (CV) | 0.56475771 |
| Kurtosis | 18.212873 |
| Mean | 3.3600761 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.4851418 |
| Sum | 12355 |
| Variance | 3.6009954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1496 | |
| 2 | 942 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 1 | 124 | 3.4% |
| 6 | 74 | 2.0% |
| 9 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 28 | 0.8% |
| Other values (9) | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 942 | |
| 3 | 1496 | |
| 4 | 660 | |
| 5 | 210 | 5.7% |
| 6 | 74 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 41 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 12 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 28 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4245309 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9480681 |
|---|---|
| Coefficient of variation (CV) | 0.56885693 |
| Kurtosis | 17.542297 |
| Mean | 3.4245309 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2488298 |
| Sum | 12592 |
| Variance | 3.7949693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1077 | |
| 2 | 1047 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 1 | 156 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 41 | 1.1% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 12 | 22 | 0.6% |
| Other values (9) | 38 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 156 | 4.2% |
| 2 | 1047 | |
| 3 | 1077 | |
| 4 | 820 | |
| 5 | 294 | 8.0% |
| 6 | 117 | 3.2% |
| 7 | 40 | 1.1% |
| 8 | 25 | 0.7% |
| 9 | 41 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 8 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 22 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3187381 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3+ |
|---|---|
| 2nd row | 3+ |
| 3rd row | 2 |
| 4th row | 3+ |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1172 | |
| 3 | 1074 | |
| 2 | 884 | |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| 2 | 884 | 24.0% |
| 1 | 365 | 9.9% |
| 0 | 182 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4849 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4849 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4849 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 2246 | |
| + | 1172 | |
| 2 | 884 | 18.2% |
| 1 | 365 | 7.5% |
| 0 | 182 | 3.8% |
floorNum
Real number (ℝ)
Zeros 
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7982504 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0124542 |
|---|---|
| Coefficient of variation (CV) | 0.884412 |
| Kurtosis | 4.5153928 |
| Mean | 6.7982504 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6936988 |
| Sum | 24868 |
| Variance | 36.149606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 498 | |
| 2 | 493 | |
| 1 | 351 | 9.5% |
| 4 | 316 | 8.6% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 937 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 351 | |
| 2 | 493 | |
| 3 | 498 | |
| 4 | 316 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
High correlation  Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1045 |
| Missing (%) | 28.4% |
| Memory size | 250.0 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8381459 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North-East |
|---|---|
| 2nd row | East |
| 3rd row | South-East |
| 4th row | North-West |
| 5th row | North-East |
Common Values
| Value | Count | Frequency (%) |
| North-East | 623 | |
| East | 623 | |
| North | 387 | 10.5% |
| West | 249 | 6.8% |
| South | 231 | 6.3% |
| North-West | 193 | 5.2% |
| South-East | 173 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1045 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 623 | |
| east | 623 | |
| north | 387 | |
| west | 249 | 9.5% |
| south | 231 | 8.8% |
| north-west | 193 | 7.3% |
| south-east | 173 | 6.6% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| h | 1760 | |
| o | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17998 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| h | 1760 | |
| o | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17998 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| h | 1760 | |
| o | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17998 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 3774 | |
| s | 2014 | |
| h | 1760 | |
| o | 1760 | |
| E | 1419 | 7.9% |
| a | 1419 | 7.9% |
| N | 1203 | 6.7% |
| r | 1203 | 6.7% |
| - | 1142 | 6.3% |
| W | 595 | 3.3% |
| Other values (3) | 1709 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 281.5 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.385912 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Undefined |
|---|---|
| 2nd row | Relatively New |
| 3rd row | Relatively New |
| 4th row | Moderately Old |
| 5th row | Old Property |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1646 | |
| New Property | 593 | 16.1% |
| Moderately Old | 563 | 15.3% |
| Undefined | 306 | 8.3% |
| Old Property | 303 | 8.2% |
| Under Construction | 266 | 7.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2239 | |
| relatively | 1646 | |
| property | 896 | |
| old | 866 | 12.3% |
| moderately | 563 | 8.0% |
| undefined | 306 | 4.3% |
| under | 266 | 3.8% |
| construction | 266 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8431 | |
| l | 4721 | 9.6% |
| t | 3637 | 7.4% |
| 3371 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2887 | 5.9% |
| d | 2307 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2218 | 4.5% |
| Other values (15) | 14065 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 49220 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8431 | |
| l | 4721 | 9.6% |
| t | 3637 | 7.4% |
| 3371 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2887 | 5.9% |
| d | 2307 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2218 | 4.5% |
| Other values (15) | 14065 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 49220 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8431 | |
| l | 4721 | 9.6% |
| t | 3637 | 7.4% |
| 3371 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2887 | 5.9% |
| d | 2307 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2218 | 4.5% |
| Other values (15) | 14065 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 49220 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8431 | |
| l | 4721 | 9.6% |
| t | 3637 | 7.4% |
| 3371 | 6.8% | |
| y | 3105 | 6.3% |
| r | 2887 | 5.9% |
| d | 2307 | 4.7% |
| N | 2239 | 4.5% |
| w | 2239 | 4.5% |
| i | 2218 | 4.5% |
| Other values (15) | 14065 |
super_built_up_area
Real number (ℝ)
High correlation  Missing 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1802 |
| Missing (%) | 49.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.2376 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.5 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.5 |
Descriptive statistics
| Standard deviation | 764.17218 |
|---|---|
| Coefficient of variation (CV) | 0.39692356 |
| Kurtosis | 10.349191 |
| Mean | 1925.2376 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8364563 |
| Sum | 3609820.5 |
| Variance | 583959.12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 37 | 1.0% |
| 1950 | 37 | 1.0% |
| 2000 | 25 | 0.7% |
| 1578 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 2408 | 19 | 0.5% |
| 1900 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (583) | 1634 | |
| (Missing) | 1802 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 644 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 1987 |
| Missing (%) | 54.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.5858 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.45 |
| Q1 | 1100 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4691 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1300 |
Descriptive statistics
| Standard deviation | 17942.88 |
|---|---|
| Coefficient of variation (CV) | 7.5403375 |
| Kurtosis | 1667.8704 |
| Mean | 2379.5858 |
| Median Absolute Deviation (MAD) | 650 |
| Skewness | 40.706572 |
| Sum | 4021500 |
| Variance | 3.2194695 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 33 | 0.9% |
| 2700 | 33 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 1300 | 24 | 0.7% |
| 2000 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (634) | 1387 | |
| (Missing) | 1987 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 733 |
|---|---|
| Distinct (%) | 39.2% |
| Missing | 1805 |
| Missing (%) | 49.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2529.1795 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 843 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 22799.836 |
|---|---|
| Coefficient of variation (CV) | 9.0147166 |
| Kurtosis | 604.53764 |
| Mean | 2529.1795 |
| Median Absolute Deviation (MAD) | 472.5 |
| Skewness | 24.333239 |
| Sum | 4734624 |
| Variance | 5.1983254 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 35 | 1.0% |
| 1600 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1450 | 22 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (723) | 1578 | |
| (Missing) | 1805 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2972 | |
| 1 | 705 | 19.2% |
servant room
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2349 | |
| 1 | 1328 |
store room
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3339 | |
| 1 | 338 | 9.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3021 | |
| 1 | 656 | 17.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3272 | |
| 1 | 405 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 237.0 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 203 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2436 | |
| 2 | 1038 | |
| 1 | 203 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2436 | |
| 2 | 1038 | |
| 1 | 203 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2436 | |
| 2 | 1038 | |
| 1 | 203 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2436 | |
| 2 | 1038 | |
| 1 | 203 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2436 | |
| 2 | 1038 | |
| 1 | 203 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2436 | |
| 2 | 1038 | |
| 1 | 203 | 5.5% |
luxury_score
Real number (ℝ)
Zeros 
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.512918 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 462 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.059082 |
|---|---|
| Coefficient of variation (CV) | 0.74195102 |
| Kurtosis | -0.88020421 |
| Mean | 71.512918 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.4590463 |
| Sum | 262953 |
| Variance | 2815.2662 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 462 | 12.6% |
| 49 | 348 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 165 | 55 | 1.5% |
| 38 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 42 | 45 | 1.2% |
| 37 | 45 | 1.2% |
| Other values (151) | 2313 |
| Value | Count | Frequency (%) |
| 0 | 462 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 28 | 0.8% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Correlations
| agePossession | area | balcony | bathroom | bedRoom | built_up_area | carpet_area | facing | floorNum | furnishing_type | luxury_score | others | pooja room | price | price_per_sqft | property_type | servant room | store room | study room | super_built_up_area | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | 0.000 | 0.274 | 0.111 | 0.130 | 0.000 | 0.000 | 0.092 | 0.125 | 0.214 | 0.255 | 0.108 | 0.187 | 0.102 | 0.056 | 0.379 | 0.287 | 0.143 | 0.140 | 0.086 |
| area | 0.000 | 1.000 | 0.011 | 0.687 | 0.624 | 0.835 | 0.801 | 0.022 | 0.116 | 0.043 | 0.259 | 0.042 | 0.037 | 0.744 | 0.207 | 0.028 | 0.015 | 0.039 | 0.018 | 0.948 |
| balcony | 0.274 | 0.011 | 1.000 | 0.225 | 0.176 | 0.000 | 0.026 | 0.016 | 0.079 | 0.178 | 0.223 | 0.082 | 0.197 | 0.136 | 0.033 | 0.214 | 0.441 | 0.146 | 0.183 | 0.306 |
| bathroom | 0.111 | 0.687 | 0.225 | 1.000 | 0.862 | 0.465 | 0.599 | 0.044 | -0.005 | 0.195 | 0.179 | 0.070 | 0.286 | 0.720 | 0.411 | 0.472 | 0.520 | 0.244 | 0.176 | 0.819 |
| bedRoom | 0.130 | 0.624 | 0.176 | 0.862 | 1.000 | 0.380 | 0.569 | 0.032 | -0.104 | 0.166 | 0.057 | 0.079 | 0.291 | 0.681 | 0.417 | 0.595 | 0.317 | 0.223 | 0.154 | 0.800 |
| built_up_area | 0.000 | 0.835 | 0.000 | 0.465 | 0.380 | 1.000 | 0.969 | 1.000 | 0.091 | 0.090 | 0.289 | 0.000 | 0.000 | 0.605 | 0.132 | 0.000 | 0.000 | 0.000 | 0.000 | 0.926 |
| carpet_area | 0.000 | 0.801 | 0.026 | 0.599 | 0.569 | 0.969 | 1.000 | 0.000 | 0.159 | 0.000 | 0.239 | 0.016 | 0.000 | 0.613 | 0.136 | 0.000 | 0.000 | 0.000 | 0.003 | 0.894 |
| facing | 0.092 | 0.022 | 0.016 | 0.044 | 0.032 | 1.000 | 0.000 | 1.000 | 0.000 | 0.055 | 0.065 | 0.000 | 0.029 | 0.021 | 0.000 | 0.094 | 0.036 | 0.036 | 0.000 | 0.000 |
| floorNum | 0.125 | 0.116 | 0.079 | -0.005 | -0.104 | 0.091 | 0.159 | 0.000 | 1.000 | 0.026 | 0.232 | 0.033 | 0.102 | 0.001 | -0.126 | 0.485 | 0.084 | 0.112 | 0.078 | 0.152 |
| furnishing_type | 0.214 | 0.043 | 0.178 | 0.195 | 0.166 | 0.090 | 0.000 | 0.055 | 0.026 | 1.000 | 0.238 | 0.064 | 0.213 | 0.174 | 0.022 | 0.085 | 0.266 | 0.156 | 0.138 | 0.132 |
| luxury_score | 0.255 | 0.259 | 0.223 | 0.179 | 0.057 | 0.289 | 0.239 | 0.065 | 0.232 | 0.238 | 1.000 | 0.176 | 0.189 | 0.215 | 0.054 | 0.329 | 0.347 | 0.228 | 0.183 | 0.222 |
| others | 0.108 | 0.042 | 0.082 | 0.070 | 0.079 | 0.000 | 0.016 | 0.000 | 0.033 | 0.064 | 0.176 | 1.000 | 0.033 | 0.034 | 0.036 | 0.026 | 0.000 | 0.106 | 0.031 | 0.084 |
| pooja room | 0.187 | 0.037 | 0.197 | 0.286 | 0.291 | 0.000 | 0.000 | 0.029 | 0.102 | 0.213 | 0.189 | 0.033 | 1.000 | 0.334 | 0.043 | 0.252 | 0.252 | 0.305 | 0.313 | 0.157 |
| price | 0.102 | 0.744 | 0.136 | 0.720 | 0.681 | 0.605 | 0.613 | 0.021 | 0.001 | 0.174 | 0.215 | 0.034 | 0.334 | 1.000 | 0.744 | 0.543 | 0.369 | 0.303 | 0.244 | 0.772 |
| price_per_sqft | 0.056 | 0.207 | 0.033 | 0.411 | 0.417 | 0.132 | 0.136 | 0.000 | -0.126 | 0.022 | 0.054 | 0.036 | 0.043 | 0.744 | 1.000 | 0.201 | 0.044 | 0.000 | 0.030 | 0.287 |
| property_type | 0.379 | 0.028 | 0.214 | 0.472 | 0.595 | 0.000 | 0.000 | 0.094 | 0.485 | 0.085 | 0.329 | 0.026 | 0.252 | 0.543 | 0.201 | 1.000 | 0.065 | 0.241 | 0.128 | 1.000 |
| servant room | 0.287 | 0.015 | 0.441 | 0.520 | 0.317 | 0.000 | 0.000 | 0.036 | 0.084 | 0.266 | 0.347 | 0.000 | 0.252 | 0.369 | 0.044 | 0.065 | 1.000 | 0.161 | 0.185 | 0.584 |
| store room | 0.143 | 0.039 | 0.146 | 0.244 | 0.223 | 0.000 | 0.000 | 0.036 | 0.112 | 0.156 | 0.228 | 0.106 | 0.305 | 0.303 | 0.000 | 0.241 | 0.161 | 1.000 | 0.226 | 0.046 |
| study room | 0.140 | 0.018 | 0.183 | 0.176 | 0.154 | 0.000 | 0.003 | 0.000 | 0.078 | 0.138 | 0.183 | 0.031 | 0.313 | 0.244 | 0.030 | 0.128 | 0.185 | 0.226 | 1.000 | 0.121 |
| super_built_up_area | 0.086 | 0.948 | 0.306 | 0.819 | 0.800 | 0.926 | 0.894 | 0.000 | 0.152 | 0.132 | 0.222 | 0.084 | 0.157 | 0.772 | 0.287 | 1.000 | 0.584 | 0.046 | 0.121 | 1.000 |
Missing values
Sample
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | ramprasta awho | sector 95 | 0.92 | 5257.0 | 1750.0 | Built Up area: 1750 (162.58 sq.m.)Carpet area: 1600 sq.ft. (148.64 sq.m.) | 3 | 3 | 3+ | 13.0 | North-East | Undefined | NaN | 1750.0 | 1600.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | flat | bestech park view grand spa | sector 81 | 2.20 | 8270.0 | 2660.0 | Super Built up area 2660(247.12 sq.m.)Carpet area: 2300 sq.ft. (213.68 sq.m.) | 3 | 4 | 3+ | 8.0 | East | Relatively New | 2660.0 | NaN | 2300.0 | 0 | 1 | 0 | 0 | 0 | 2 | 165 |
| 2 | house | ss omnia | sector 86 | 0.42 | 84000.0 | 50.0 | Plot area 50(4.65 sq.m.) | 5 | 3 | 2 | 3.0 | NaN | Relatively New | NaN | 50.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | house | independent | sector 43 | 6.50 | 35400.0 | 1836.0 | Plot area 215(179.77 sq.m.)Built Up area: 215 sq.yards (179.77 sq.m.) | 5 | 4 | 3+ | 3.0 | South-East | Moderately Old | NaN | 215.0 | NaN | 0 | 1 | 0 | 1 | 0 | 2 | 54 |
| 4 | flat | vasant appartments | sector 14 | 1.70 | 7391.0 | 2300.0 | Carpet area: 2300 (213.68 sq.m.) | 5 | 5 | 2 | 2.0 | North-West | Old Property | NaN | NaN | 2300.0 | 1 | 0 | 1 | 1 | 0 | 1 | 71 |
| 5 | flat | la vida by tata housing | sector 113 | 3.05 | 11338.0 | 2690.0 | Super Built up area 2690(249.91 sq.m.)Built Up area: 2600 sq.ft. (241.55 sq.m.)Carpet area: 2240 sq.ft. (208.1 sq.m.) | 3 | 4 | 3 | 15.0 | North-East | New Property | 2690.0 | 2600.0 | 2240.0 | 0 | 1 | 0 | 0 | 0 | 0 | 174 |
| 6 | flat | aipl the peaceful homes | sector 70a | 1.60 | 9584.0 | 1669.0 | Super Built up area 1565(145.39 sq.m.) | 2 | 2 | 2 | 22.0 | North | Moderately Old | 1565.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 86 |
| 7 | flat | prime habitat | sector 99a | 0.32 | 4657.0 | 687.0 | Super Built up area 687(63.82 sq.m.)Built Up area: 601 sq.ft. (55.83 sq.m.)Carpet area: 448 sq.ft. (41.62 sq.m.) | 2 | 2 | 1 | 7.0 | NaN | Relatively New | 687.0 | 601.0 | 448.0 | 0 | 0 | 0 | 0 | 0 | 0 | 44 |
| 8 | flat | tulip violet | sector 69 | 1.55 | 9639.0 | 1608.0 | Super Built up area 1608(149.39 sq.m.) | 3 | 3 | 2 | 2.0 | East | Relatively New | 1608.0 | NaN | NaN | 0 | 0 | 0 | 1 | 0 | 2 | 86 |
| 9 | house | central park flower valley cerise floors | sector 33 | 1.35 | 11157.0 | 1210.0 | Built Up area: 1210 (112.41 sq.m.) | 2 | 2 | 2 | 4.0 | East | New Property | NaN | 1210.0 | NaN | 1 | 0 | 0 | 0 | 0 | 1 | 107 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3792 | flat | sare green parc phase 3 | sector 92 | 0.70 | 5279.0 | 1326.0 | Super Built up area 1326(123.19 sq.m.)Built Up area: 1325 sq.ft. (123.1 sq.m.)Carpet area: 1320 sq.ft. (122.63 sq.m.) | 3 | 2 | 2 | 4.0 | NaN | Relatively New | 1326.0 | 1325.0 | 1320.0 | 0 | 0 | 0 | 0 | 0 | 0 | 56 |
| 3793 | flat | la vida by tata housing | sector 113 | 2.70 | 16363.0 | 1650.0 | Built Up area: 2217 (205.97 sq.m.)Carpet area: 1650 sq.ft. (153.29 sq.m.) | 3 | 4 | 3+ | 4.0 | North-West | Relatively New | NaN | 2217.0 | 1650.0 | 0 | 1 | 0 | 0 | 0 | 2 | 49 |
| 3794 | flat | godrej 101, sector 79 | sector 79 | 1.25 | 9038.0 | 1383.0 | Built Up area: 1383 (128.48 sq.m.) | 2 | 2 | 3 | 1.0 | East | Undefined | NaN | 1383.0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3796 | flat | tulip ivory | sector 70 | 2.10 | 8750.0 | 2400.0 | Super Built up area 2400(222.97 sq.m.)Carpet area: 1850 sq.ft. (171.87 sq.m.) | 4 | 5 | 3+ | 5.0 | West | Moderately Old | 2400.0 | NaN | 1850.0 | 0 | 1 | 0 | 0 | 0 | 2 | 120 |
| 3797 | flat | hcbs sports ville | sohna road | 0.38 | 5067.0 | 750.0 | Built Up area: 750 (69.68 sq.m.)Carpet area: 650 sq.ft. (60.39 sq.m.) | 2 | 2 | 2 | 9.0 | East | Undefined | NaN | 750.0 | 650.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3798 | flat | shree vardhman victoria | sector 70 | 1.78 | 9128.0 | 1950.0 | Super Built up area 1950(181.16 sq.m.) | 3 | 3 | 3+ | 7.0 | North-East | Relatively New | 1950.0 | NaN | NaN | 0 | 1 | 0 | 0 | 1 | 0 | 49 |
| 3799 | flat | ss the leaf | sector 85 | 1.15 | 11966.0 | 961.0 | Super Built up area 1741(161.74 sq.m.)Built Up area: 1263 sq.ft. (117.34 sq.m.)Carpet area: 961 sq.ft. (89.28 sq.m.) | 2 | 2 | 3 | 20.0 | North-East | Relatively New | 1741.0 | 1263.0 | 961.0 | 0 | 0 | 0 | 1 | 0 | 0 | 107 |
| 3800 | flat | tulip violet | sector 69 | 2.00 | 9583.0 | 2087.0 | Super Built up area 2087(193.89 sq.m.) | 4 | 4 | 2 | 0.0 | South-East | Relatively New | 2087.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 157 |
| 3801 | flat | ats triumph | sector 104 | 1.95 | 8515.0 | 2290.0 | Carpet area: 2290 (212.75 sq.m.) | 3 | 3 | 3+ | 3.0 | NaN | New Property | NaN | NaN | 2290.0 | 0 | 1 | 0 | 0 | 0 | 0 | 69 |
| 3802 | flat | orchid petals | sector 49 | 2.35 | 11559.0 | 2033.0 | Super Built up area 2033(188.87 sq.m.)Built Up area: 2030 sq.ft. (188.59 sq.m.)Carpet area: 1750 sq.ft. (162.58 sq.m.) | 3 | 3 | 3 | 15.0 | West | Relatively New | 2033.0 | 2030.0 | 1750.0 | 0 | 0 | 0 | 0 | 1 | 0 | 49 |